Startup Watch
Mecka AI raises $60M from Sequoia for robot training data
Mecka AI raised a $60M Series B led by Sequoia, with Nvidia and M12. The startup pays people to record everyday tasks with body sensors to train robots.
Robotics news and analysis
Robotics stories where AI models meet hardware: frontier models scored on robot-arm tasks, standards that let agents drive microscopes and lab equipment, and low-cost open-source robots shipping with their training stack. Each story gives success rates, price and license, and what a developer can retrain.
Startup Watch
Parallel Systems raises $100M for driverless freight rail
Parallel Systems, founded by ex-SpaceX engineers, raised a $100M Series C led by AVP to build battery-powered rail vehicles that run without drivers.
Startup Watch
RobCo hits $1B valuation as employees sell $40M in shares
RobCo passed a $1 billion valuation, double its level nine months ago, as employees sold $40 million in shares. Its two-armed Alfie robot ships in 2027.
Startup Watch
AMD buys Fei-Fei Li's World Labs for $8.2 billion
AMD agreed to buy World Labs, Fei-Fei Li's 3D world-model startup, in an $8.2 billion all-stock deal. Li becomes AMD's chief scientist under Lisa Su.
AI & LLMs
GPT-6 Astra scores 95% on one robot task, 10% on another
Robocurve ran GPT-6 Astra and Claude Fable 5.1 on real robot arms. Astra hit 19 of 20 on the easy task and 2 of 20 on the hard one.
AI & LLMs
Anthropic's new standard lets AI agents run lab equipment
Anthropic opened a research preview of the Model Hardware Standard on August 27, 2026. It gives agents one way to drive microscopes, robot arms and lab tools.
AI & LLMs
Hugging Face opens pre-orders for $399 open-source Microduck robot
Hugging Face is taking $399 pre-orders for Microduck, a 25 cm walking robot. The full reinforcement learning stack ships under Apache 2.0, so you can retrain it.
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